SumanthK
I build things at the intersection of technology, products, and ideas.
Software engineer exploring AI, intelligent systems, automation, product experiences, and new ways of building with technology.
Right now, thinking in AI
Domains I work across
AI & Intelligent Systems
Building systems that understand, reason, extract, evaluate, and assist.
Product Engineering
Turning ambiguous ideas into working products and experiences.
Automation & Workflows
Designing workflows that remove repetitive work and connect systems together.
Developer Tools
Building tools that make software development, testing, and operations easier.
Digital Experiences
Creating modern interfaces and digital products around how people actually use them.
Media & Entertainment
Exploring technology across content, publishing, discovery, and creative workflows.
Systems & Architecture
Designing the infrastructure and workflows that allow products to scale beyond prototypes.
Experimentation
Small ideas, prototypes, explorations, and things that may become something bigger.
How I think
Most problems don't arrive with a clear brief.
I spend the first hour figuring out what's actually broken, not what looks broken.
Sometimes the fix is code. Sometimes it's a better workflow. Sometimes it's a different question entirely.
I'd rather ship a small thing that works than a big thing that might.
A technically impressive system isn't useful if it doesn't solve the problem.
A repeatable way of thinking
I start with the problem rather than the technology. I prototype quickly, test assumptions, and keep refining until the system becomes useful.
How the pieces connect
You aren't defined by one technology or one industry.
You're defined by the way you approach problems — everything that comes in gets routed the same way, no matter which domain it lands in.
Not just a user of AI tools
AI-assisted development
- Requirements → implementation
- Code generation
- Test generation
- Debugging
- Documentation
AI-native products
- RAG
- Agents
- Structured generation
- Evaluation
- Tool calling
Engineering discipline
- Human validation
- Automated testing
- Observability
- Evaluation before deployment
A few things I've built
More experiments
Things I've built in the open
Personal builds, public on GitHub — different stacks on purpose, so each one is actually practicing something new rather than repeating the last.
Where this was built
Senior Frontend Engineer · AI Product Engineer
May 2024 — PresentBuilding frontend systems and AI-native products across e-commerce, travel, education, and enterprise.
Senior Frontend Engineer
Jan 2018 — May 2024Built production-grade frontend systems across retail and healthcare — leading teams and delivering complex web applications for enterprise clients.
Not everything starts as a product
- Idea
- Add a one-line hook — what question were you poking at?
- Experiment
- What did you actually build to test it?
- What I learned
- What surprised you, or what would you do differently?
- Idea
- Add a one-line hook — what question were you poking at?
- Experiment
- What did you actually build to test it?
- What I learned
- What surprised you, or what would you do differently?
- Idea
- Add a one-line hook — what question were you poking at?
- Experiment
- What did you actually build to test it?
- What I learned
- What surprised you, or what would you do differently?
Exploring multi-agent evaluation
Who I am
I'm a software engineer and builder interested in what happens when engineering, product thinking, and emerging technology come together.
I enjoy moving between domains, learning unfamiliar systems, and turning ideas into things that can actually be used.
“What if we built it differently?”
No giant logo wall
Currently using
TypeScript · React · Next.js · Python
Building with
LLMs · Agents · RAG · Vector Databases
Exploring
Multi-agent systems · Evaluation frameworks
Familiar with
Node.js · PostgreSQL · Docker · Cloud · CI/CD
…and whatever the problem requires.
Have an interesting problem?
I'm always interested in ideas that sit somewhere between technology, products, and things that haven't been built yet.